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Artificial Intelligence: Unleashing the Power of Convolutional Neural Networks (CNN) for Knee Osteoarthritis DiagnosisCNN and Knee Osteoarthritis Artificial intelligence has paved a major breakthrough in orthopedic surgery and has enabled surgeons to provide patient-specific interventions and precise decision-making. Convolutional neural networks are a subset of machine learning languages and are known for their high performance with images or audio signals which can be…CNN and Knee Osteoarthritis Artificial intelligence has paved a major breakthrough in orthopedic surgery and has enabled surgeons to provide patient-specific interventions and precise decision-making. Convolutional neural networks are a subset of machine learning languages and are known for their high performance with images or audio signals which can be used in medical diagnosis. Knee osteoarthritis is a degenerative joint disease that affects the cartilage in the knee joint, causing the degradation of the cartilage over time, hence leading to bone-on-bone contact. This is known to affect millions of people worldwide. However, the use of CNN in medical diagnosis has made it easy for this condition to be easily detected and diagnosed. CNN Diagnostic Process The use of CNN in medical diagnosis involves the analysis of medical images such as MRI and X-ray scans. Results from these scans can help to indicate any abnormalities such as the deterioration of joint cartilage as in the case of...
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The Art of Alignment: Mastering Posture for Optimal Spinal HealthIn today's fast-paced world, the importance of maintaining good posture has never been more critical. As we find ourselves spending more time in front of screens and less time in motion, the prevalence of posture-related spinal issues is on the rise. However, understanding and practising the art of alignment can…In today's fast-paced world, the importance of maintaining good posture has never been more critical. As we find ourselves spending more time in front of screens and less time in motion, the prevalence of posture-related spinal issues is on the rise. However, understanding and practising the art of alignment can lead to optimal spinal health, enhancing both our physical well-being and our overall quality of life. Understanding Posture and Its Impact Posture, in its simplest form, is the position in which we hold our bodies while standing, sitting, or lying down. Good posture aligns our bones and joints, allowing our muscles to be used correctly, decreasing the abnormal wearing of joint surfaces, and reducing the risk of degenerative diseases and joint pain. Conversely, poor posture can lead to a host of problems, including back and neck pain, spinal dysfunction, joint degeneration, and reduced lung capacity. It is thus essential to both recognize and correct poor posture habits to main...
